{"id":"W4286784280","doi":"10.3386/w25845","title":"Consumer Myopia in Vehicle Purchases: Evidence from a Natural Experiment","year":2019,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Consumer Behavior in Brand Consumption and Identification","field":"Business, Management and Accounting","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Natural experiment; Natural (archaeology); Advertising; Business; Medicine; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007444394,0.0002474843,0.0004094389,0.0001865565,0.0004425493,0.0006961298,0.0003715343,0.001009528,0.004620007],"category_scores_gemma":[0.0181912,0.0002669521,0.0004400866,0.0001906115,0.001335345,0.0005852219,0.0005604802,0.0009377,0.000527265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007237618,"about_ca_system_score_gemma":0.0004663897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002845794,"about_ca_topic_score_gemma":0.002940171,"domain_scores_codex":[0.9971241,0.001979449,0.0001265148,0.0002471363,0.0003927176,0.0001301021],"domain_scores_gemma":[0.9548116,0.03495218,0.005693316,0.003257958,0.0007365468,0.0005484984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.09355074,0.06751916,0.5826591,0.001587026,0.002416847,0.001151373,0.00455127,0.0159825,0.06362851,0.03997036,0.01325452,0.1137286],"study_design_scores_gemma":[0.007039333,0.03643801,0.8441616,0.0001433613,0.0007388232,0.0007733488,0.002160737,0.03381508,0.02103083,0.03979395,0.01366918,0.0002357836],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916509,0.0001184607,0.001039991,0.0004921104,0.00001736014,0.0001204641,0.0002255307,0.00001100892,0.006324227],"genre_scores_gemma":[0.9968901,0.0001241936,0.0008722756,0.000395567,0.00001288976,0.0001385201,0.0001481597,0.000004305712,0.001413952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007444394,"threshold_uncertainty_score":0.03937018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4327193808134893,"score_gpt":0.504448164407313,"score_spread":0.07172878359382368,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}